Fig. 6 | npj Digital Medicine

Fig. 6

From: Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease

Fig. 6

View classification and left ventricular hypertrophy classification pipeline. View segmentation Unet predicts a segmentation map over the main FoV, which is applied to the input image prior to view classification. Based on the predicted view class, input image is routed to the respective disease classification pipeline. a4c images are routed to a4c segmentation Unet, which predicts a segmentation map over the left ventricle. This map is applied to the input image prior to LVH disease classification